Automatic Speech Recognition (ASR)

Automatic Speech Recognition (ASR) involves converting spoken language into written text. It is designed to transcribe spoken words into text in real-time, allowing people to communicate with computers, mobile devices, and other technology using their voice. The goal of Automatic Speech Recognition is to accurately transcribe speech, taking into account variations in accent, pronunciation, and speaking style, as well as background noise and other factors that can affect speech quality.

Papers

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Showing 1641–1650 of 3012 papers

Title	Date	Tasks	Status
Scaling ASR Improves Zero and Few Shot Learning	Nov 10, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Privacy attacks for automatic speech recognition acoustic models in a federated learning framework	Nov 6, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Conformer-based Hybrid ASR System for Switchboard Dataset	Nov 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Context-Aware Transformer Transducer for Speech Recognition	Nov 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Effective Cross-Utterance Language Modeling for Conversational Speech Recognition	Nov 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Sequential Randomized Smoothing for Adversarially Robust Speech Recognition	Nov 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available
Speech recognition for air traffic control via feature learning and end-to-end training	Nov 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding	Nov 4, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
STC speaker recognition systems for the NIST SRE 2021	Nov 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified
Recent Advances in End-to-End Automatic Speech Recognition	Nov 2, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified

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All datasets LRS2 RealMAN Sagalee HUI speech corpus LRS3-TED M-AILabs speech dataset The Spoken Wikipedia Corpora Voxforge German VoxPopuli

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	TM-CTC	Test WER	10.1	—	Unverified
2	TM-seq2seq	Test WER	9.7	—	Unverified
3	CTC/attention	Test WER	8.2	—	Unverified
4	LF-MMI TDNN	Test WER	6.7	—	Unverified
5	Whisper-LLaMA	Test WER	6.6	—	Unverified
6	End2end Conformer	Test WER	3.9	—	Unverified
7	End2end Conformer	Test WER	3.7	—	Unverified
8	MoCo + wav2vec (w/o extLM)	Test WER	2.7	—	Unverified
9	CTC/Attention	Test WER	1.5	—	Unverified
10	Whisper	Test WER	1.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SpatialNet	CER	14.5	—	Unverified
2	CleanMel-L-mask	CER	14.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer	Test WER	15.32	—	Unverified
2	Whisper-largev3-finetuned	Test WER	10.82	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	1.89	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DistillAV	WER	1.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	4.28	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	8.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer	WER (%)	3.36	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Conformer Transducer (German)	WER (%)	8.98	—	Unverified